Information-Theoretic Decomposition for Multimodal Interaction Learning

Zequn Yang, Yake Wei, Haotian Ni +2

Multimodal learning hinges on capturing redundant, unique, and synergistic information across modalities, which collectively constitute multimodal interactions. A critical yet unde…